Molecular docking studies were performed to evaluate the binding affinity and interaction profiles of ten bioactive compounds from BRLE against the four key protein targets (EGFR, SRC, STAT3, and AKT1) identified through network pharmacology analysis for ulcerative colitis treatment. The gene discussed is EGFR; the disease is ulcerative colitis.